Cristian Calin

Valorant

Object Detection

Valorant Image Dataset

v2

2023-09-01 3:38pm

Generated on Sep 1, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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Dataset Split

Train Set 87%
5382Images
Valid Set 8%
514Images
Test Set 4%
258Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 31% Maximum Zoom
Rotation: Between -11° and +11°
Saturation: Between -25% and +25%
Cutout: 3 boxes with 3% size each